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Predictive article recommendation using natural language processing and machine learning to support evidence updates in domain-specific knowledge graphs

OBJECTIVES: Describe an augmented intelligence approach to facilitate the update of evidence for associations in knowledge graphs. METHODS: New publications are filtered through multiple machine learning study classifiers, and filtered publications are combined with articles already included as evid...

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Detalles Bibliográficos
Autores principales: Sharma, Bhuvan, Willis, Van C, Huettner, Claudia S, Beaty, Kirk, Snowdon, Jane L, Xue, Shang, South, Brett R, Jackson, Gretchen P, Weeraratne, Dilhan, Michelini, Vanessa
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7660962/
https://www.ncbi.nlm.nih.gov/pubmed/33215067
http://dx.doi.org/10.1093/jamiaopen/ooaa028